{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 直接灰度变换（Direct Grayscale Tranformation）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from matplotlib import pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "直接灰度变换\n",
    "img:             二维图像矩阵，灰度图片，可以使用matplotlib库的imread读取图片；\n",
    "processfunc(x):  自定义的函数，对应数学中的自变量和因变量取值范围均为0~1的函数，处理变换函数(x -> y)；\n",
    "返回值:          二维图像矩阵，直接灰度变换后的图片；\n",
    "'''\n",
    "def directGrayscaleTransformation(img, processfunc):\n",
    "    h, w = img.shape\n",
    "    result_img = np.zeros((h, w), img.dtype)\n",
    "    for i in range(h):\n",
    "        for j in range(w):\n",
    "            result_img[i,j] = processfunc(img[i,j] / 255) * 255\n",
    "    return result_img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "img = plt.imread(\"../../src/Lenna.jpg\")\n",
    "img = 0.3 * img[:,:,0] + 0.59 * img[:,:,1] + 0.11 * img[:,:,2]\n",
    "\n",
    "def processfunc1(x):\n",
    "    return 1 - x\n",
    "img_transformed_1 = directGrayscaleTransformation(img, processfunc1)\n",
    "\n",
    "def processfunc2(x):\n",
    "    return np.log(1 + x)\n",
    "img_transformed_2 = directGrayscaleTransformation(img, processfunc2)\n",
    "\n",
    "def processfunc3(x):\n",
    "    if x > 0.3 and x < 0.7:\n",
    "        return 0.4\n",
    "    else:\n",
    "        return 0.7\n",
    "img_transformed_3 = directGrayscaleTransformation(img, processfunc3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplot(221), plt.imshow(img, \"gray\"), plt.title(\"Original Image\"), plt.axis(\"off\")\n",
    "plt.subplot(222), plt.imshow(img_transformed_1, \"gray\"), plt.title(\"Image Complementation\"), plt.axis(\"off\")\n",
    "plt.subplot(223), plt.imshow(img_transformed_2, \"gray\"), plt.title(\"Dynamic Range Compression\"), plt.axis(\"off\")\n",
    "plt.subplot(224), plt.imshow(img_transformed_3, \"gray\"), plt.title(\"Gray-level Segmentation\"), plt.axis(\"off\")\n",
    "plt.subplots_adjust(top=1.5, right=1.1)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
